Teaching/ML-Kurs-SS2023
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Joerg Marks 2023-04-07 08:14:19 +02:00
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@ -165,14 +165,19 @@ scipy scikit-learn xgboost iminuit tensorflow tensorflow_datasets Keras
## Programm Day 2 ## Programm Day 2
* Introduction to machine learning
* Tensorflow / Keras, datasets
* Supervised learning * Supervised learning
* Classification
* Classification and regression \vspace{0.5cm}
* Multivariate analysis
* Regression
* Linear regression * Linear regression
* Logistic regression * Logistic regression
* Softmax regression (multi-class classification) * Softmax regression (multi-class classification)
\vspace{4cm} \vspace{4cm}
@ -195,8 +200,6 @@ scipy scikit-learn xgboost iminuit tensorflow tensorflow_datasets Keras
* Convolutional neural networks * Convolutional neural networks
* TensorFlow and Keras
* Hand-written digit recognition with Keras * Hand-written digit recognition with Keras
\vspace{5cm} \vspace{5cm}